FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3212925274> ?p ?o ?g. }

• W3212925274 endingPage "97" @default.
• W3212925274 startingPage "85" @default.
• W3212925274 abstract "Shannon’s entropy or an extension of Shannon’s entropy can be used to quantify information transmission between or among variables. Mutual information is the pair-wise information that captures nonlinear relationships between variables. It is more robust than linear correlation methods. Beyond mutual information, two generalizations are defined for multivariate distributions: interaction information or co-information and total correlation or multi-mutual information. In comparison to mutual information, interaction information and total correlation are underutilized and poorly studied in applied neuroscience research. Quantifying information flow between brain regions is not explicitly explained in neuroscience by interaction information and total correlation. This article aims to clarify the distinctions between the neuroscience concepts of mutual information, interaction information, and total correlation. Additionally, we proposed a novel method for determining the interaction information between three variables using total correlation and conditional mutual information. On the other hand, how to apply it properly in practical situations. We supplied both simulation experiments and real neural studies to estimate functional connectivity in the brain with the above three higher-order information-theoretic approaches. In order to capture redundancy information for multivariate variables, we discovered that interaction information and total correlation were both robust, and it could be able to capture both well-known and yet-to-be-discovered functional brain connections." @default.
• W3212925274 created "2021-11-22" @default.
• W3212925274 creator A5069771802 @default.
• W3212925274 date "2022-02-01" @default.
• W3212925274 modified "2023-10-16" @default.
• W3212925274 title "Functional connectivity inference from fMRI data using multivariate information measures" @default.
• W3212925274 cites W1969649155 @default.
• W3212925274 cites W1991971712 @default.
• W3212925274 cites W1995875735 @default.
• W3212925274 cites W2011650426 @default.
• W3212925274 cites W2014556171 @default.
• W3212925274 cites W2019077674 @default.
• W3212925274 cites W2025210087 @default.
• W3212925274 cites W2031820479 @default.
• W3212925274 cites W2032558547 @default.
• W3212925274 cites W2055818489 @default.
• W3212925274 cites W2060754092 @default.
• W3212925274 cites W2080722576 @default.
• W3212925274 cites W2089943482 @default.
• W3212925274 cites W2092939357 @default.
• W3212925274 cites W2095439994 @default.
• W3212925274 cites W2102605525 @default.
• W3212925274 cites W2109543774 @default.
• W3212925274 cites W2110655391 @default.
• W3212925274 cites W2136765874 @default.
• W3212925274 cites W2163826318 @default.
• W3212925274 cites W2166078937 @default.
• W3212925274 cites W2324389116 @default.
• W3212925274 cites W2733722625 @default.
• W3212925274 cites W2757275739 @default.
• W3212925274 cites W2785432401 @default.
• W3212925274 cites W2792496527 @default.
• W3212925274 cites W2810939025 @default.
• W3212925274 cites W2887002214 @default.
• W3212925274 cites W2949763225 @default.
• W3212925274 cites W2952121911 @default.
• W3212925274 cites W2964235834 @default.
• W3212925274 cites W2996008367 @default.
• W3212925274 cites W3080120225 @default.
• W3212925274 cites W3082991148 @default.
• W3212925274 doi "https://doi.org/10.1016/j.neunet.2021.11.016" @default.
• W3212925274 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34847461" @default.
• W3212925274 hasPublicationYear "2022" @default.
• W3212925274 type Work @default.
• W3212925274 sameAs 3212925274 @default.
• W3212925274 citedByCount "10" @default.
• W3212925274 countsByYear W32129252742022 @default.
• W3212925274 countsByYear W32129252742023 @default.
• W3212925274 crossrefType "journal-article" @default.
• W3212925274 hasAuthorship W3212925274A5069771802 @default.
• W3212925274 hasConcept C101721835 @default.
• W3212925274 hasConcept C105795698 @default.
• W3212925274 hasConcept C106301342 @default.
• W3212925274 hasConcept C106752470 @default.
• W3212925274 hasConcept C109510780 @default.
• W3212925274 hasConcept C117220453 @default.
• W3212925274 hasConcept C119857082 @default.
• W3212925274 hasConcept C121332964 @default.
• W3212925274 hasConcept C124805900 @default.
• W3212925274 hasConcept C138885662 @default.
• W3212925274 hasConcept C152139883 @default.
• W3212925274 hasConcept C154945302 @default.
• W3212925274 hasConcept C161584116 @default.
• W3212925274 hasConcept C182049051 @default.
• W3212925274 hasConcept C2524010 @default.
• W3212925274 hasConcept C2776214188 @default.
• W3212925274 hasConcept C2779136372 @default.
• W3212925274 hasConcept C33923547 @default.
• W3212925274 hasConcept C38764148 @default.
• W3212925274 hasConcept C41008148 @default.
• W3212925274 hasConcept C41895202 @default.
• W3212925274 hasConcept C52622258 @default.
• W3212925274 hasConcept C62520636 @default.
• W3212925274 hasConcept C7797323 @default.
• W3212925274 hasConcept C9679016 @default.
• W3212925274 hasConceptScore W3212925274C101721835 @default.
• W3212925274 hasConceptScore W3212925274C105795698 @default.
• W3212925274 hasConceptScore W3212925274C106301342 @default.
• W3212925274 hasConceptScore W3212925274C106752470 @default.
• W3212925274 hasConceptScore W3212925274C109510780 @default.
• W3212925274 hasConceptScore W3212925274C117220453 @default.
• W3212925274 hasConceptScore W3212925274C119857082 @default.
• W3212925274 hasConceptScore W3212925274C121332964 @default.
• W3212925274 hasConceptScore W3212925274C124805900 @default.
• W3212925274 hasConceptScore W3212925274C138885662 @default.
• W3212925274 hasConceptScore W3212925274C152139883 @default.
• W3212925274 hasConceptScore W3212925274C154945302 @default.
• W3212925274 hasConceptScore W3212925274C161584116 @default.
• W3212925274 hasConceptScore W3212925274C182049051 @default.
• W3212925274 hasConceptScore W3212925274C2524010 @default.
• W3212925274 hasConceptScore W3212925274C2776214188 @default.
• W3212925274 hasConceptScore W3212925274C2779136372 @default.
• W3212925274 hasConceptScore W3212925274C33923547 @default.
• W3212925274 hasConceptScore W3212925274C38764148 @default.
• W3212925274 hasConceptScore W3212925274C41008148 @default.
• W3212925274 hasConceptScore W3212925274C41895202 @default.
• W3212925274 hasConceptScore W3212925274C52622258 @default.
• W3212925274 hasConceptScore W3212925274C62520636 @default.

• next